activity
20202026
most citedLearning Centric Power Allocation for Edge Intelligence

1 citations · 4 across the 11 of their papers we have counts for

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Showing cs.ITShow all

9 papers · 1 filter

cs.IT2026

Group Relative Policy Optimization for Robust Blind Interference Alignment with Fluid Antennas

Jianqiu Peng, Tong Zhang, Shuai Wang +3

Fluid antenna system (FAS) leverages dynamic reconfigurability to unlock spatial degrees of freedom and reshape wireless channels. Blind interference alignment (BIA) aligns interfe…

cs.IT2025

Indoor Fluid Antenna Systems Enabled by Layout-Specific Modeling and Group Relative Policy Optimization

Tong Zhang, Qianren Li, Shuai Wang +5

Fluid antenna system (FAS) revolutionizes wireless communications via utilizing position-flexible antennas that dynamically optimize channel conditions and mitigate multipath fadin…

cs.IT2022

Accelerating Federated Edge Learning via Topology Optimization

Shanfeng Huang, Zezhong Zhang, Shuai Wang +2

Federated edge learning (FEEL) is envisioned as a promising paradigm to achieve privacy-preserving distributed learning. However, it consumes excessive learning time due to the exi…

cs.IT2021

Wireless Sensing With Deep Spectrogram Network and Primitive Based Autoregressive Hybrid Channel Model

Guoliang Li, Shuai Wang, Jie Li +3

Human motion recognition (HMR) based on wireless sensing is a low-cost technique for scene understanding. Current HMR systems adopt support vector machines (SVMs) and convolutional…

cs.IT2021

On Secure Degrees of Freedom of the MIMO Interference Channel with Local Output Feedback

Tong Zhang, Yinfei Xu, Shuai Wang +2

This paper studies the problem of sum-secure degrees of freedom (SDoF) of the (M,M,N,N) multiple-input multiple-output (MIMO) interference channel with local output feedback, so as…

cs.IT2021

Reconfigurable Intelligent Surface Assisted Edge Machine Learning

Shanfeng Huang, Shuai Wang, Rui Wang +2

The ever-growing popularity and rapid improving of artificial intelligence (AI) have raised rethinking on the evolution of wireless networks. Mobile edge computing (MEC) provides a…